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Elasticsearch and the Elastic Stack - In Depth and Hands On!
Installing and Understanding Elasticsearch
Section 1 Intro
Installing Elasticsearch
Elasticsearch Overview
Intro to HTTP and RESTful API's
Elasticsearch Basics: Logical Concepts
Term Frequency / Inverse Document Frequency
Using Elasticsearch
What's New in Elasticsearch 7
How Elasticsearch Scales
Quiz: Elasticsearch Concepts and Architecture
Section 1 Wrapup
Mapping and Indexing Data
Section 2 Intro
Connecting to your Cluster
Getting to Know the Movielens Data Set
Analyzers
Import a Single Movie via JSON / REST
Insert Many Movies at Once
Updating Data in Elasticsearch
Deleting Data in Elasticsearch
Insert, Update, and Delete a Fictitious Movie
Dealing With Concurrency
Using Analyzers and Tokenizers
Data Modeling with Elasticsearch, Pt 1
Data Modeling with Elasticsearch, Pt 2
Section 2 Wrapup
Searching with Elasticsearch
Section 3 Intro
Using Query-String Search
Using JSON Search
Phrase Matching
Querying in Different Ways
Pagination
Sorting
More with Filters
Using Filters
Fuzzy Queries
Partial Matching
Query-time Search as you Type
N-Grams, Part 1
N-Grams, Part 2
Section 3 Wrapup
Importing Data Into Your Index - Big or Small
Section 4 Intro
Importing Data from Scripts
Importing with Client Libraries
Importing with a Script Exercise
Logstash Overview
Installing Logstash
Running Logstash
Importing Data from MySQL using Logstash, Part 1
Importing Data from MySQL using Logstash, Part 2
Importing Data from AWS S3 using Logstash
Integrating Kafka with Elasticsearch, Part 1
Integrating Kafka with Elasticsearch, Part 2
Elasticsearch and Apache Spark, Part 1
Elasticsearch and Apache Spark, Part 2
Import Movie Ratings from Spark to Elasticsearch
Section 4 Wrapup
Aggregation
Section 5 Intro
Aggregations, Buckets and Metrics
Histograms
Aggregating Time Series Data
Generating Histogram Data
Nested Aggregations, Part 1
Nested Aggregations, Part 2
Section 5 Wrapup
Using Kibana
Section 6 Intro
Installing Kibana
Analyzing Shakespeare with Kibana
Exploring Data with Kibana
Section 6 Wrapup
Analyzing Log Data with the Elastic Stack
Section 7 Intro
FileBeat and the Elastic Stack Architecture
X-Pack Security
Install, Configure, and Use FileBeat
Analyzing Server Logs with Kibana
Log Analysis with Kibana
Section 7 Wrapup
Elasticsearch Operations
Section 8 Intro
How Many Shards Should I Use?
Scaling with New Indices
Index Alias Rotation
Index Lifecycle Management
Choosing Your Hardware
Heap Sizing
Monitoring
Elasticsearch SQL
Practicing Failover, Part 1
Practicing Failover, Part 2
Snapshots
Rolling Restarts
Section 8 Wrapup
Elasticsearch in the Cloud
Section 9 Intro
Using Amazon Elasticsearch Service, Part 1
Using Amazon Elasticsearch Service, Part 2
Using Elastic Cloud
Section 9 Wrapup
You Made It!
I Made It! Now What?
Section 1 Intro
Complete and Continue